Mix3D: Out-of-Context Data Augmentation for 3D Scenes

5 October 2021

Papers citing "Mix3D: Out-of-Context Data Augmentation for 3D Scenes"

50 / 112 papers shown

Title
Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding Jinlong Li Cristiano Saltori Fabio Poiesi N. Sebe 165 0 0 20 Mar 2025
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model Zhaochong An Guolei Sun Yun Liu Runjia Li Junlin Han Ender Konukoglu Serge J. Belongie VLM 59 0 0 20 Mar 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis Weiguang Zhao Rui Zhang Qiufeng Wang Guangliang Cheng K. Huang 56 1 0 16 Mar 2025
CleverDistiller: Simple and Spatially Consistent Cross-modal Distillation Hariprasath Govindarajan Maciej K. Wozniak Marvin Klingner Camille Maurice B. R. Kiran S. Yogamani 55 0 0 12 Mar 2025
SAS: Segment Any 3D Scene with Integrated 2D Priors Z. Li Jiahao Lu Jiacheng Deng Hanzhi Chang Lifan Wu Yanzhe Liang Tianzhu Zhang 57 0 0 11 Mar 2025
AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring Xinyi Wang Na Zhao Zhiyuan Han D. Guo Xun Yang 48 1 0 17 Jan 2025
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding Guangda Ji Silvan Weder Francis Engelmann Marc Pollefeys Hermann Blum 3DV 66 4 0 17 Oct 2024
In-Place Panoptic Radiance Field Segmentation with Perceptual Prior for 3D Scene Understanding Shenghao Li 32 1 0 06 Oct 2024
ConDense: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View Images Xiaoshuai Zhang Zhicheng Wang Howard Zhou Soham Ghosh Danushen Gnanapragasam Varun Jampani Hao Su Leonidas J. Guibas DD 51 5 0 30 Aug 2024
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation Jiawei Han Kaiqi Liu Wei Li Guangzhi Chen 38 1 0 20 Aug 2024
Open Vocabulary 3D Scene Understanding via Geometry Guided Self-Distillation Pengfei Wang Yuxi Wang Shuai Li Zhaoxiang Zhang Zhen Lei Lei Zhang 45 2 0 18 Jul 2024
Dense Multimodal Alignment for Open-Vocabulary 3D Scene Understanding Ruihuang Li Zhengqiang Zhang Chenhang He Zhiyuan Ma Vishal M. Patel Lei Zhang 3DV VLM 36 5 0 13 Jul 2024
Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather Junsung Park Kyungmin Kim Hyunjung Shim 26 5 0 02 Jul 2024
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Lingdong Kong Xiang Xu Jiawei Ren Wenwei Zhang Liang Pan Kai-xiang Chen Wei Tsang Ooi Ziwei Liu 42 17 0 08 May 2024
Multi-Space Alignments Towards Universal LiDAR Segmentation You-Chen Liu Lingdong Kong Xiaoyang Wu Runnan Chen Xin Li Liang Pan Ziwei Liu Yuexin Ma 3DPC 45 17 0 02 May 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange Yanhao Wu Tong Zhang Wei Ke Congpei Qiu Sabine Susstrunk Mathieu Salzmann 3DPC 29 6 0 11 Apr 2024
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views Francis Engelmann Fabian Manhardt Michael Niemeyer Keisuke Tateno Marc Pollefeys Federico Tombari VLM 70 32 1 04 Apr 2024
TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models Lisa Weijler Muhammad Jehanzeb Mirza Leon Sick Can Ekkazan Pedro Hermosilla TTA 38 0 0 18 Mar 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Jingyi Xu Weidong Yang Lingdong Kong You-Chen Liu Rui Zhang Qingyuan Zhou Ben Fei 55 10 0 15 Mar 2024
Swin3D++: Effective Multi-Source Pretraining for 3D Indoor Scene Understanding Yu-Qi Yang Yufeng Guo Yang Liu 3DPC 41 2 0 22 Feb 2024
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels Rui Huang Songyou Peng Ayca Takmaz Federico Tombari Marc Pollefeys Shiji Song Gao Huang Francis Engelmann VLM 18 38 0 28 Dec 2023
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection Li Xiang Junbo Yin Wei Li Cheng-Zhong Xu Ruigang Yang Jianbing Shen 21 21 0 25 Dec 2023
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learning Binbin Xiang Maciej Wielgosz Theodora Kontogianni T. Peters Stefano Puliti R. Astrup Konrad Schindler 27 36 0 22 Dec 2023
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains Jaeyeul Kim Jungwan Woo Jeonghoon Kim Sunghoon Im 26 1 0 19 Dec 2023
SAI3D: Segment Any Instance in 3D Scenes Yingda Yin Yuzheng Liu Yang Xiao Daniel Cohen-Or Jingwei Huang Baoquan Chen 30 37 0 17 Dec 2023
Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix Kewei Wang Yizheng Wu Zhiyu Pan Xingyi Li Ke Xian Zhe Wang Zhiguo Cao Guo-Shing Lin 27 7 0 13 Dec 2023
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation Shaobo Xia Jun Yue Kacper Kania Leyuan Fang Andrea Tagliasacchi Kwang Moo Yi Weiwei Sun 3DPC 19 3 0 11 Dec 2023
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation Mengnan Zhao Lihe Zhang Yuqiu Kong Baocai Yin 21 1 0 09 Dec 2023
FRNet: Frustum-Range Networks for Scalable LiDAR Segmentation Xiang Xu Lingdong Kong Hui Shuai Qingshan Liu 3DPC 58 23 0 07 Dec 2023
Re-Nerfing: Improving Novel Views Synthesis through Novel Views Synthesis Felix Tristram Stefano Gasperini Nassir Navab Federico Tombari 24 0 0 04 Dec 2023
Paved2Paradise: Cost-Effective and Scalable LiDAR Simulation by Factoring the Real World Michael A. Alcorn Noah Schwartz 3DV 23 1 0 02 Dec 2023
Minuet: Accelerating 3D Sparse Convolutions on GPUs Jiacheng Yang Christina Giannoula Jun Wu Mostafa Elhoushi James Gleeson Gennady Pekhimenko 3DPC 21 2 0 01 Dec 2023
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction Silvan Weder Francis Engelmann Johannes L. Schonberger Akihito Seki Marc Pollefeys Martin R. Oswald 3DPC 3DV 17 4 0 29 Nov 2023
LABELMAKER: Automatic Semantic Label Generation from RGB-D Trajectories Silvan Weder Hermann Blum Francis Engelmann Marc Pollefeys VLM 19 11 0 20 Nov 2023
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation Shichao Dong Fayao Liu Guosheng Lin VLM 19 3 0 03 Nov 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 29 8 0 31 Oct 2023
Point Neighborhood Embeddings Pedro Hermosilla 3DPC 19 0 0 03 Oct 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 32 3 0 29 Sep 2023
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg Codebase You-Chen Liu Runnan Chen Xin Li Lingdong Kong Yuchen Yang ... Xinge Zhu Yuexin Ma Yikang Li Yu Qiao Yuenan Hou 3DPC 3DV 43 49 0 11 Sep 2023
3D Adversarial Augmentations for Robust Out-of-Domain Predictions Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 3DPC 28 7 0 29 Aug 2023
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Cristiano Saltori Fabio Galasso G. Fiameni N. Sebe Fabio Poiesi Elisa Ricci 3DPC 34 19 0 28 Aug 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 24 10 0 26 Aug 2023
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey Qinfeng Zhu Lei Fan Ningxin Weng 3DPC 23 34 0 23 Aug 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 18 9 0 18 Aug 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 24 2 0 05 Aug 2023
OpenMask3D: Open-Vocabulary 3D Instance Segmentation Ayca Takmaz Elisabetta Fedele R. Sumner Marc Pollefeys F. Tombari Francis Engelmann ISeg VLM 22 163 0 23 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 20 40 0 25 May 2023
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map Yuming Huang Yinjuan Gu Chengzhong Xu Hui Kong 3DPC 15 4 0 23 May 2023
Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection Jing-Fu Zhan Tiejun Liu Rengang Li Jingwei Zhang Zhaoxiang Zhang Yuntao Chen 3DPC 45 13 0 22 May 2023